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A novel method combining a discrete particle swarm optimization (DPSO) with a support vector machine (SVM) was proposed for the variable interval selection of tissue sections of endometrial carcinoma by near infrared spectroscopy. The DPSO-SVM algorithm includes a multi-stage screening. In each screening step, the DPSO was repeated 50 times using random sampling, and the frequencies that the variable...
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